First plot script

pim_plots.py

@@ -0,0 +1,35 @@
+import matplotlib.pyplot as plt
+import pandas as pd
+import numpy as np
+
+df = pd.read_csv("pim_results.csv")
+
+frequency_filter = df["frequency"] == "3GHz"
+
+workloads = df["workload"].unique()
+
+fig, ax = plt.subplots()
+
+width = 0.25
+index = 0
+
+# for workload in workloads:
+for level in df["level"].unique():
+    level_filter = df["level"] == level
+
+    for pim in [False, True]:
+        workload_filter = df["workload"] == "vadd"
+
+        filtered_df = df[level_filter & workload_filter & frequency_filter]
+        print(filtered_df)
+
+        x = np.arange(len(filtered_df))
+
+        offset = 6*width * index
+        print(x+offset)
+        bars = ax.bar(x + offset, "ticks", width, data=filtered_df, label=level)
+        # ax.bar_label(bars, padding=2)
+        index += 1
+
+ax.legend(loc="upper left")
+plt.show()